The soft glow of the fairy lights illuminated the small garden, casting dancing shadows. Across the small table, Sophia was telling a story, her hands animated as she spoke. A gentle warmth filled him, a comfortable stillness in his chest.

"That ridiculous talent show we were in, right?" he started, smiling. "When your magic trick went horribly wrong?"

Sophia's expression lit up, a mixture of amusement and fondness. "Oh, my gosh, yes! The dove escaping and flying into the audience? Classic!"

He laughed, remembering the chaos. “I recall the dove. But I especially remember how much fun we had creating it.”

Sophia chuckled and leaned closer to him.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417